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Show Results For
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All HBS Web
(1,088)
- News (185)
- Research (712)
- Events (5)
- Multimedia (17)
- Faculty Publications (464)
- 03 Mar 2023
- Video
Drivers of Disparity: Systemic Bias
- 2023
- Article
Provable Detection of Propagating Sampling Bias in Prediction Models
By: Pavan Ravishankar, Qingyu Mo, Edward McFowland III and Daniel B. Neill
With an increased focus on incorporating fairness in machine learning models, it becomes imperative not only to assess and mitigate bias at each stage of the machine learning pipeline but also to understand the downstream impacts of bias across stages. Here we consider...
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Ravishankar, Pavan, Qingyu Mo, Edward McFowland III, and Daniel B. Neill. "Provable Detection of Propagating Sampling Bias in Prediction Models." Proceedings of the AAAI Conference on Artificial Intelligence 37, no. 8 (2023): 9562–9569. (Presented at the 37th AAAI Conference on Artificial Intelligence (2/7/23-2/14/23) in Washington, DC.)
- 28 Feb 2022
- News
How Racial Bias Taints Customer Service: Evidence from 6,000 Hotels
- 31 Oct 2013
- News
Home Bias Hurts Institutional Investors
- 09 Aug 2022
- News
A Lesson from Google: Can AI Bias be Monitored Internally?
- 18 Oct 2022
- Research & Ideas
When Bias Creeps into AI, Managers Can Stop It by Asking the Right Questions
algorithm generates fair outcomes. As the algorithm sorts through information to optimize its objective, BEAT detects and eliminates bias at key points in the training process. For instance, BEAT could help a car service charge surge...
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by Rachel Layne
- Research Summary
Analyst Disagreement, Forecast Bias and Stock Returns
We present evidence of inefficient information processing in
equity markets by documenting that biases in analysts' earnings
forecasts are reflected in stock prices. In particular, investors
fail to account for analysts' tendency to withhold negative views
and to issue...
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- 08 Aug 2013
- News
Study finds online ratings vulnerable to bias
- 05 Jun 2018
- News
Did The Starbucks Racial Bias Training Work?
- 20 Jan 2021
- News
Unconscious Bias in Retail and Marketing
- 19 Nov 2019
- Op-Ed
Gender Bias Complaints against Apple Card Signal a Dark Side to Fintech
bias in Goldman Sachs’s underwriting model. (Goldman developed and issued the card.) Adding fuel to the fire, Apple co-founder Steve Wozniak shared that the same thing had happened to him and his wife. Officials from the New York...
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- Web
Actively Addressing Unconscious Bias in Recruiting - Recruiting
Insights & Advice 16 Jun 2023 Actively Addressing Unconscious Bias in Recruiting Becca Carnahan & Christopher Moore Author HBS Team tag All Industries All Locations Diversity, Inclusion, & Belonging Recruiting Advice Recruiting Strategies...
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- 01 Oct 2019
- News
The bias that can cause catastrophe
- 16 Nov 2016
- News
The best ways to combat bias
- 18 Oct 2004
- Research & Ideas
The Bias of Wall Street Analysts
If it's one lesson the individual investor learned the hard way from the collapse of Enron, it is that the recommendations of Wall Street stock analysts can be influenced by much more than purely objective research. Just look at the large number of analysts who kept...
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- 21 Aug 2013
- News
Educate Everyone About Second-Generation Gender Bias
- 12 Dec 2015
- News
Racial bias in everything: Airbnb edition
- 01 Mar 2016
- News
Research Brief: The Benefits of Bias
specialized expertise to the process—which some worry might create subject-area bias in the decision-making process and affect the quality of research. Assistant Professor Danielle Li takes a mathematical approach to examining this issue...
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Erin Peterson
- 07 Mar 2023
- News